Milwaukee Chiefs All Time Regular Season Stats
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| # | Player | Season | Age | League | GP | GAA | SV% | W | L | T | SO | TOI | SVS | GA |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1. |  Norman Selby | 1953-1954 | 23 | IHL | 2 | 8.00 | - | - | - | - | 0 | 120 | - | 16 |
| 2. |  Bob Shropshire | 1952-1953 | 20 | IHL | 6 | 7.33 | - | - | - | - | 0 | 360 | - | 44 |
| 3. | Marv Brewer | 1952-1953 | 21 | IHL | 1 | 7.00 | - | - | - | - | 0 | 60 | - | 7 |
| 4. | Ted Gilchrist | 1952-1953 | 20 | IHL | 53 | 5.64 | - | - | - | - | 0 | 3180 | - | 299 |
| 5. | Bob Arneil | 1953-1954 | 22 | IHL | 33 | 5.51 | - | - | - | - | 0 | 1980 | - | 182 |
| 6. | Claude Roy | 1953-1954 | 21 | IHL | 13 | 5.31 | - | - | - | - | 0 | - | - | 69 |
| 7. | Bob Tyler | 1953-1954 | 21 | IHL | 16 | 4.75 | - | - | - | - | 0 | 960 | - | 76 |
7 players